Data science / (Record no. 7679)

MARC details
000 -LEADER
fixed length control field 02055cam a22002897i 4500
001 - CONTROL NUMBER
control field 19466416
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20191008171115.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 170127s2017 njuad 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2017932294
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119327639
Qualifying information (paperback)
040 ## - CATALOGING SOURCE
Transcribing agency NCL
Modifying agency LIN2019
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 004
Edition number 23
Item number PIE-D 2017 10285
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Pierson, Lillian,
Relator term
245 10 - TITLE STATEMENT
Title Data science /
Statement of responsibility, etc. by Lillian Pierson ; foreword by Jake Porway, founder and executive director of DataKind.
246 3# - VARYING FORM OF TITLE
Title proper/short title Data science for dummies
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Hoboken, NJ :
Name of producer, publisher, distributor, manufacturer John Wiley and Sons, Inc.,
Date of production, publication, distribution, manufacture, or copyright notice c2017.
300 ## - PHYSICAL DESCRIPTION
Extent xvi, 364 pages :
Other physical details illustrations, charts ;
Dimensions 24 cm.
500 ## - GENERAL NOTE
General note Includes index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Part 1: Getting Started with Data Science-----------<br/>Part 2: Using Data Science to Extract Meaning from your Data------------<br/>Part 3: Creating Data Visualization that Clearly Communicate Meaning------------<br/>Part 4: Computing for Data Science------------<br/>Part 5: Applying domain Expertise to solve Real World Problem using Data Science----------<br/>Part 6: The Part of Tens--------------
520 ## - SUMMARY, ETC.
Summary, etc. Begins by explaining large data sets and data formats, including sample Python code for manipulating data. The book explains how to work with relational databases and unstructured data, including NoSQL. The book then moves into preparing data for analysis by cleaning it up or "munging" it. From there the book explains data visualization techniques and types of data sets. Part II of the book is all about supervised machine learning, including regression techniques and model validation techniques. Part III explains unsupervised machine learning, including clustering and recommendation engines. Part IV overviews big data processing, including MapReduce, Hadoop, Dremel, Storm, and Spark. The book finishes up with real world applications of data science and how data science fits into organizations.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Information retrieval.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Porway, Jake,
Relator term
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Inventory number Total Checkouts Total Renewals Full call number Barcode Date last seen Date checked out Price effective from Koha item type
          Namal Library Namal Library Computer Science 09/14/2018 Allied Book Company. 3951.00 Bill No. 3973-INS 4 2 004 PIE-D 2017 10285 0010285 10/23/2023 10/11/2023 09/14/2018 Books